https://github.com/dinhanhx/determination
Scripts to set global random for some machine learning framework
https://github.com/dinhanhx/determination
determination deterministic keras pytorch randomness scikit-learn tensorflow2
Last synced: about 2 months ago
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Scripts to set global random for some machine learning framework
- Host: GitHub
- URL: https://github.com/dinhanhx/determination
- Owner: dinhanhx
- Created: 2021-05-24T01:38:28.000Z (over 4 years ago)
- Default Branch: master
- Last Pushed: 2021-05-24T02:16:35.000Z (over 4 years ago)
- Last Synced: 2025-03-23T18:12:40.644Z (7 months ago)
- Topics: determination, deterministic, keras, pytorch, randomness, scikit-learn, tensorflow2
- Language: Python
- Homepage:
- Size: 1000 Bytes
- Stars: 1
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.MD
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README
# Determination
This project provides a set of scripts to set global randomness. Therefore, ML/AI researchers or engineers can reproduce their results.
## Environment
Programming language: Python 3
| Framework | Filename |
| - | - |
| Tensorflow 2/Keras | [determination_tensorflow](determination_tensorflow.py) |
| PyTorch | [determination_pytorch](determination_pytorch.py) |
| scikit-learn | [determination_scikit-learn](determination_scikit-learn.py) |
## Contribution
Please open a pull request to add missing framework or to update API.